Amin Emad
McGill University
H-index: 12
North America-Canada
Top articles of Amin Emad
Studying How Aging Related Macrophage Changes in Transcriptional Regulatory Networks Drive Pulmonary Fibrosis
2024/5
INTREPPPID-An Orthologue-Informed Quintuplet Network for Cross-Species Prediction of Protein-Protein Interaction
bioRxiv
2024
Joseph Szymborski
H-Index: 2
Amin Emad
H-Index: 9
Validation of ANG-1 and P-SEL as biomarkers of post-COVID-19 conditions using data from the Biobanque québécoise de la COVID-19 (BQC-19)
Clinical Proteomics
2023/12
GRouNdGAN: GRN-guided simulation of single-cell RNA-seq data using causal generative adversarial networks
bioRxiv
2023/7/27
Amin Emad
H-Index: 9
Preclinical-to-clinical anti-cancer drug response prediction and biomarker identification using TINDL
Genomics, Proteomics & Bioinformatics
2023/6
David Earl Hostallero
H-Index: 4
Amin Emad
H-Index: 9
A Network-guided Analysis of P. Aeruginosa-infected Bronchial Epithelial Cells Reveals Putative Regulators of Viral-mediated Pulmonary Exacerbations
2023/5
MARSY: a multitask deep-learning framework for prediction of drug combination synergy scores
Bioinformatics
2023/4
Safyan Aman Memon
H-Index: 1
Amin Emad
H-Index: 9
Analysis of gene expression and use of connectivity mapping to identify drugs for treatment of human glomerulopathies
Frontiers in Medicine
2023/3/13
Ameya Bhope
H-Index: 1
Amin Emad
H-Index: 9
Molecular pathology of acute respiratory distress syndrome, mechanical ventilation and abnormal coagulation in severe COVID-19
medRxiv
2023/3/10
A circulating proteome-informed prognostic model of COVID-19 disease activity that relies on routinely available clinical laboratories
2022/11/4
Circulating proteome of hospitalized patients uncovers six endophenotypes of COVID-19 and points to FGFR and SHC4-signaling in acute respiratory distress syndrome
medRxiv
2022/11/4
Interpretable deep learning architectures for improving drug response prediction performance: myth or reality?
Bioinformatics
2023/6/1
RAPPPID: towards generalizable protein interaction prediction with AWD-LSTM twin networks
Bioinformatics
2022/8/15
Joseph Szymborski
H-Index: 2
Amin Emad
H-Index: 9
Looking at the BiG picture: incorporating bipartite graphs in drug response prediction
Bioinformatics
2022/7/15
Elucidating Transcriptional Networks Driving Idiopathic Pulmonary Fibrosis
2022/5
Unsupervised clustering of SARS-CoV-2 positive hospitalized patients identifies six endophenotypes of COVID-19 and points to FGFR and SHC4-signaling in acute respiratory …
2022
Identification of transcriptional regulatory network associated with response of host epithelial cells to SARS-CoV-2
Cancer Research
2022/6/15
A deep learning framework for prediction of clinical drug response of cancer patients and identification of drug sensitivity biomarkers using preclinical samples
biorxiv
2021/7/7
David Earl Hostallero
H-Index: 4
Amin Emad
H-Index: 9
A network-informed analysis of SARS-CoV-2 and hemophagocytic lymphohistiocytosis genes’ interactions points to Neutrophil extracellular traps as mediators of thrombosis in COVID-19
PLoS Computational Biology
2021/3/8
Inference of phenotype-relevant transcriptional regulatory networks elucidates cancer type-specific regulatory mechanisms in a pan-cancer study
NPJ systems biology and applications
2021/2/8
Amin Emad
H-Index: 9
Saurabh Sinha
H-Index: 32
Co-Authors
